wehub-resource-sync
33 lines
914 B
Bash
33 lines
914 B
Bash
# Env: 8 * A100
|
|
# Max Length: 512000
|
|
# GPU Memory: 8 * 80GiB, Training Speed 150s/it
|
|
NPROC_PER_NODE=8 \
|
|
CELOSS_PARALLEL_SIZE=2048 \
|
|
swift sft \
|
|
--model Qwen/QwQ-32B \
|
|
--tuner_type lora \
|
|
--dataset 'AI-ModelScope/LongAlpaca-12k' \
|
|
--load_from_cache_file true \
|
|
--split_dataset_ratio 0.01 \
|
|
--torch_dtype bfloat16 \
|
|
--per_device_train_batch_size 1 \
|
|
--per_device_eval_batch_size 1 \
|
|
--learning_rate 1e-5 \
|
|
--gradient_accumulation_steps 2 \
|
|
--packing true \
|
|
--rope_scaling yarn \
|
|
--max_length 512000 \
|
|
--max_model_len 512000 \
|
|
--eval_steps 200 \
|
|
--save_steps 200 \
|
|
--logging_steps 5 \
|
|
--warmup_ratio 0.05 \
|
|
--dataloader_num_workers 8 \
|
|
--dataset_num_proc 8 \
|
|
--save_total_limit 2 \
|
|
--use_liger_kernel true \
|
|
--save_only_model true \
|
|
--deepspeed zero3_offload \
|
|
--attn_impl flash_attn \
|
|
--sequence_parallel_size 8
|